Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "183" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 110 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 105 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.607304 | -0.937929 | 0.064412 | 2.252345 | -0.204633 | 57.277989 | 0.259481 | 0.471748 | 0.7940 | 0.7981 | 0.2444 | 9.712032 | 10.605143 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 1.08% | 0.271242 | -1.538009 | 0.110626 | 0.641320 | -0.032316 | -0.726141 | -0.129405 | 0.414067 | 0.7398 | 0.7445 | 0.2479 | 2.211098 | 2.320321 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.734140 | -1.145891 | 0.485523 | -0.254360 | -0.117517 | -0.412482 | 2.187273 | -0.070321 | 0.0358 | 0.0292 | 0.0019 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.527826 | -1.360170 | 5.147411 | 4.598092 | -0.170464 | 1.484558 | 0.055677 | 0.363859 | 0.6795 | 0.6951 | 0.3692 | 7.703516 | 8.058867 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.055227 | -0.858859 | 4.207300 | 4.931450 | 1.622440 | 0.256112 | 0.567613 | 0.657922 | 0.6782 | 0.6935 | 0.3624 | 6.450300 | 6.846891 |
| 2459589 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.204035 | -0.473224 | 0.003797 | 0.211187 | -0.162415 | 44.116037 | 0.185594 | 0.467180 | 0.7206 | 0.7181 | 0.2763 | 4.541081 | 4.521659 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 1.075341 | -1.555895 | 0.857559 | 0.563452 | -0.378391 | -0.465054 | -0.401708 | 0.340411 | 0.7871 | 0.7704 | 0.2202 | 3.277409 | 2.633619 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 348.690348 | 354.274190 | inf | inf | 19.205501 | 103.071101 | 154.252716 | 595.566034 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.03% | 0.00% | -1.335854 | -1.604403 | -0.592566 | -0.641287 | -0.764735 | -1.229049 | 0.280679 | 2.277076 | 0.6656 | 0.6809 | 0.3606 | 1.625129 | 1.595720 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.020160 | 0.060577 | -0.928839 | -0.068153 | -0.233180 | 1.646039 | 1.148548 | -0.441743 | 0.0382 | 0.0328 | 0.0012 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.495533 | -1.008162 | 0.492677 | 0.570402 | 0.175135 | 2.450016 | 8.439742 | 9.895416 | 0.6234 | 0.6329 | 0.3698 | 9.556404 | 8.173569 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 0.00% | -1.830840 | -1.944156 | -0.548615 | -0.273923 | 0.239157 | -0.868663 | -0.376613 | -0.665189 | 0.6865 | 0.6990 | 0.3786 | 1.615814 | 1.654615 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | -1.387035 | -1.587193 | -0.066069 | -0.387722 | -0.296639 | 0.104267 | -0.746148 | -0.572609 | 0.6867 | 0.6979 | 0.3819 | 1.586940 | 1.565318 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | -2.093955 | -2.108591 | -0.749585 | -0.398439 | -0.337250 | -0.010162 | -0.269810 | 0.585827 | 0.6922 | 0.7026 | 0.3792 | 1.641360 | 1.642777 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -1.552153 | -1.557437 | 0.102814 | -0.240378 | -0.681647 | 0.146823 | -0.078100 | 1.855870 | 0.6864 | 0.6976 | 0.3802 | 1.569154 | 1.504412 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 96.24% | -1.247965 | -1.341822 | 0.181300 | -0.263510 | -0.617199 | -0.273745 | -0.724587 | -0.709929 | 0.6836 | 0.6919 | 0.3795 | 34.917104 | 39.690584 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.527783 | 0.004074 | -0.101968 | 0.488570 | -1.463294 | -0.958863 | -0.826037 | -0.757404 | 0.0414 | 0.0359 | 0.0017 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 16.76% | 4.32% | -0.202977 | -1.336717 | -0.145131 | -0.332108 | 0.624078 | -0.460802 | 0.031810 | -0.070238 | 0.6740 | 0.6898 | 0.3869 | 1.623586 | 1.567088 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.044536 | -1.359152 | -0.420428 | -0.759040 | 0.060043 | -1.099444 | -0.297287 | -0.564799 | 0.7023 | 0.7186 | 0.3795 | 1.491753 | 1.531654 |
| 2459575 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.838225 | -0.697025 | -0.538433 | 1.806641 | -0.370436 | 54.973328 | -0.564597 | -0.371791 | 0.7603 | 0.7617 | 0.3203 | 4.082122 | 4.153210 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.164919 | -1.531698 | -0.723237 | -0.746698 | -0.131816 | -0.826726 | -0.504301 | 2.656151 | 0.6964 | 0.7129 | 0.3726 | 1.523953 | 1.488115 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.54% | -1.081480 | -0.256968 | -0.159462 | 0.334446 | 0.026404 | 0.355728 | -0.744599 | -0.700819 | 0.7031 | 0.7094 | 0.3732 | 1.698661 | 1.650351 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -1.565953 | -0.282706 | -0.472811 | -0.535584 | -0.083777 | -0.618836 | -0.449425 | -0.733220 | 0.7087 | 0.7155 | 0.3784 | 1.458600 | 1.529188 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.223603 | 0.858693 | -0.079795 | 0.351224 | -0.107701 | 17.520388 | -0.088127 | 1.311378 | 0.7774 | 0.7823 | 0.2225 | 4.333943 | 3.976339 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -1.442672 | -1.725597 | -0.519480 | -0.327310 | -0.399309 | -0.849849 | 0.312222 | 3.564432 | 0.7005 | 0.7106 | 0.3955 | 1.567226 | 1.571923 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | 1.271803 | 1.271803 | 1.199739 | 1.199739 | 0.675952 | 0.675952 | 0.154089 | 0.154089 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | -1.383708 | -1.066240 | -1.463783 | -1.027399 | 0.165457 | -0.675741 | 0.564968 | 0.633466 | 0.7167 | 0.7168 | 0.3932 | 1.626247 | 1.521811 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.792720 | -1.718654 | 0.077720 | 0.383835 | -0.368458 | 0.368990 | 0.653818 | 1.845194 | 0.7133 | 0.7175 | 0.3845 | 1.790812 | 1.778375 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.101741 | -0.813048 | -0.552523 | -0.446277 | 0.522293 | 0.078765 | 0.127242 | -0.001094 | 0.7168 | 0.7230 | 0.3801 | 1.726159 | 1.567374 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.119595 | -1.197855 | -0.642779 | -0.751653 | 0.680753 | -0.560876 | -0.352344 | -0.033355 | 0.7103 | 0.7206 | 0.3807 | 1.648197 | 1.542752 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.927296 | -0.872306 | -0.485215 | -0.669148 | 0.916763 | -0.291905 | 0.140894 | -0.404846 | 0.7044 | 0.7181 | 0.3925 | 1.645780 | 1.501607 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.431557 | -1.017173 | -0.736940 | -0.685250 | 0.775766 | -0.616125 | 0.261602 | 0.224304 | 0.7064 | 0.7167 | 0.3842 | 1.585061 | 1.480605 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 13.98% | 0.00% | -0.412766 | -1.497929 | -0.240268 | -0.273297 | 0.859102 | -1.089232 | -0.160583 | -0.472133 | 0.7080 | 0.7160 | 0.3805 | 1.683944 | 1.531789 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0379 | 0.0300 | 0.0023 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.41% | 0.00% | 0.007375 | -1.554634 | 0.037324 | -0.226513 | 0.153881 | -0.622253 | -1.024330 | -1.197798 | 0.6983 | 0.7109 | 0.3882 | 1.712099 | 1.532198 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7104 | 0.7215 | 0.3914 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7093 | 0.7169 | 0.3946 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.144479 | -1.489146 | 0.252606 | -0.164027 | 0.309751 | 115.637750 | -0.122780 | 4.205762 | 0.7148 | 0.7078 | 0.3931 | 7.550438 | 8.264714 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.762824 | -0.554715 | 0.172799 | 0.136112 | 1.382358 | 0.208429 | 0.313353 | 0.295547 | 0.7122 | 0.7183 | 0.3900 | 1.721892 | 1.529570 |
| 2459550 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0325 | 0.0289 | 0.0007 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 3.24% | -0.318934 | -1.490572 | -0.355533 | -0.189466 | 0.306628 | -1.409934 | 0.689496 | 1.616651 | 0.6998 | 0.7084 | 0.4017 | 1.985426 | 1.690766 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | -1.696498 | -1.881727 | -0.812806 | -0.021922 | 0.898083 | -0.601206 | -0.351060 | 0.096373 | 0.7552 | 0.7495 | 0.3605 | 1.894712 | 1.577593 |
| 2459541 | digital_ok | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | -0.064585 | -1.609320 | -0.755815 | 1.406114 | 1.074074 | 22.845028 | -0.152527 | 3.975183 | 0.7412 | 0.7365 | 0.3222 | 4.629692 | 4.061705 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.00% | -0.901787 | -1.117236 | 0.178423 | -0.021937 | 0.276326 | 0.988192 | 0.360207 | 1.201227 | 0.7617 | 0.7563 | 0.3407 | 1.564356 | 1.456437 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.93% | 0.00% | -2.115137 | -1.672584 | -0.043583 | 0.488330 | 0.429841 | -0.904468 | 0.039815 | 0.481026 | 0.7423 | 0.7387 | 0.4173 | 1.614998 | 1.445590 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.625468 | -0.943491 | 0.330162 | -0.044472 | 0.209938 | 1.590794 | -0.150666 | -0.517626 | 0.7941 | 0.7774 | 0.3542 | 1.715593 | 1.517484 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.00% | -0.967862 | -1.487967 | -0.294851 | -0.902094 | 0.036741 | 0.793355 | 0.110961 | -0.430424 | 0.7743 | 0.7552 | 0.3731 | 1.527252 | 1.442832 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | -1.819257 | -1.774012 | -0.038506 | -0.740142 | 1.296844 | -0.317575 | -0.384916 | -0.621213 | 0.7299 | 0.7264 | 0.4042 | 1.710852 | 1.556264 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.00% | -1.543376 | -1.911784 | -0.100097 | 0.067254 | -0.071883 | -1.267901 | -0.880863 | -0.941803 | 0.7379 | 0.7353 | 0.3963 | 1.590030 | 1.490723 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.73% | 0.00% | -1.177937 | -1.288648 | -0.498380 | -0.681006 | 0.541042 | -0.323977 | -0.304522 | -0.337742 | 0.7528 | 0.7429 | 0.3919 | 1.657207 | 1.557461 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.734605 | -1.460712 | -0.834964 | 0.361464 | -0.148081 | -1.349365 | -0.707318 | -0.851458 | 0.9073 | 0.9327 | 0.3026 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 14.29% | 0.00% | -2.108511 | -2.096301 | -0.717483 | -0.126987 | -0.764697 | -0.045602 | -0.892385 | -0.990491 | nan | nan | nan | 2.192808 | 1.892595 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -2.039201 | -1.745078 | 0.018811 | -0.219275 | -1.209608 | -0.860647 | -0.787732 | -0.779014 | 0.7007 | 0.6771 | 0.3472 | 1.852165 | 2.059906 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.444514 | -0.158991 | 3.388218 | -0.887930 | 40.874642 | -0.258236 | 202.130122 | -0.499645 | 0.0557 | 0.0364 | 0.0063 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -1.154597 | -1.414995 | -0.516092 | -0.724990 | 1.263716 | -1.088324 | 3.210613 | -1.210289 | 0.9136 | 0.9406 | 0.1756 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -1.568279 | -1.842571 | -0.516616 | 0.732971 | -1.348088 | 0.145110 | 0.029265 | 1.907388 | 0.8893 | 0.8520 | 0.2078 | 2.569657 | 1.771613 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | -0.362763 | -1.106089 | 0.184946 | -0.012884 | -0.188936 | 0.559110 | 1.261468 | 0.053881 | 0.8680 | 0.8682 | 0.4290 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | -0.675336 | -0.677833 | -0.677833 | -0.678046 | -0.678046 | -0.675363 | -0.675363 | -0.675336 | -0.675336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 3.267271 | -1.077563 | -0.735523 | 3.006641 | 3.267271 | 1.371808 | 0.167973 | 0.162335 | 1.360364 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 0.657310 | -1.402459 | -1.674569 | 0.657310 | -0.116835 | -0.810708 | 0.393337 | 0.056571 | -0.271978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 3.394080 | -1.051267 | -0.447627 | 2.444865 | 3.394080 | 1.941550 | 0.401956 | -0.047033 | 0.147342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 3.742876 | 0.401108 | -0.544249 | 3.592266 | 3.742876 | 1.919583 | 0.101237 | 0.012340 | 0.167359 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | 0.023819 | -1.271616 | -1.004244 | -0.302579 | -0.170891 | -0.780822 | -0.451304 | -0.606874 | 0.023819 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | -0.675234 | -0.678242 | -0.678242 | -0.678191 | -0.678191 | -0.675234 | -0.675234 | -0.675277 | -0.675277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.494550 | -1.523297 | -1.699538 | 0.107425 | -0.542854 | -0.585244 | 0.494550 | -0.045618 | 0.484766 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 0.739014 | -1.505784 | -1.507635 | 0.505960 | -0.219498 | 0.451501 | -0.791440 | -0.235702 | 0.739014 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 0.680564 | -1.600090 | -1.992756 | -0.191821 | 0.680564 | -0.189356 | 0.304741 | -0.039705 | -0.492366 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 0.569347 | -0.354986 | -2.074031 | 0.068125 | -0.684210 | 0.244513 | -0.438087 | 0.569347 | -0.533202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 0.170225 | -0.578838 | -0.508393 | -0.480663 | -0.553420 | 0.170225 | -1.421783 | -0.465119 | -0.596805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 3.187034 | -0.880013 | -1.015268 | 2.564097 | 3.187034 | 0.432138 | 1.776805 | -0.535226 | -0.293920 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.575722 | -1.539468 | -1.701381 | -0.063765 | 0.020123 | -0.812757 | 0.575722 | 0.062943 | 0.328637 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 0.177551 | -1.592214 | -1.053304 | -0.597957 | 0.177551 | -0.217055 | -0.852676 | -0.520414 | -0.340323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 1.275539 | -1.363280 | -1.528070 | -0.091880 | 0.805999 | -1.167737 | 1.275539 | -0.735516 | -0.122368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.107506 | -1.871198 | -1.655742 | -0.445562 | 0.043226 | 0.107506 | -1.184571 | -0.474934 | -0.625322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 3.195255 | -1.337663 | -0.758268 | 2.544069 | 3.195255 | 1.456810 | 0.292849 | 0.498383 | 0.756289 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.920153 | -0.597142 | -1.222913 | -0.200026 | 0.265079 | 0.920153 | -0.451265 | 0.840108 | -1.050524 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 174.830365 | -0.652908 | 0.776158 | 2.057888 | 8.800915 | 1.162420 | 174.830365 | 0.535799 | 8.411970 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 3.223042 | -0.358621 | -1.467188 | 3.223042 | 3.076481 | 0.855736 | 0.701177 | 1.173269 | 0.728340 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 0.702105 | -2.283308 | -1.165235 | -0.672161 | 0.702105 | -0.161005 | 0.683950 | -0.953150 | -0.272218 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 1.230844 | -1.713384 | -0.979222 | 0.064295 | 0.674305 | -0.445624 | 1.215975 | 1.230844 | -0.010590 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 1.070227 | -1.904698 | -1.536798 | -0.124483 | 1.070227 | -0.102596 | 1.007005 | -0.634847 | -0.166362 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | 1.432286 | 1.261777 | -0.712354 | -0.519113 | -0.722362 | -0.121029 | -0.923924 | 1.432286 | -0.127734 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.788989 | -1.204887 | -1.675259 | 0.086140 | 0.719462 | 0.788989 | -1.067067 | -0.011283 | -0.316535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 0.701829 | -0.931228 | -1.404350 | 0.701829 | 0.388266 | -0.495937 | -1.223734 | -0.646054 | -0.778037 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 0.819921 | -1.851751 | -1.039016 | 0.408873 | 0.819921 | -0.717578 | 0.576432 | -0.918164 | 0.235682 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 1.559746 | -0.020843 | -1.585578 | 0.094272 | 0.589301 | -0.218483 | -0.432086 | 0.663175 | 1.559746 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 4.778385 | -1.334340 | 0.622418 | 4.165636 | 4.778385 | -0.012790 | 1.136320 | -0.160934 | 1.828258 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 3.747369 | -1.302754 | 0.218299 | 3.747369 | 3.471475 | 0.876618 | 0.863929 | 2.226519 | 1.441510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 41.399112 | -1.526493 | 0.449117 | 6.048781 | 3.209265 | 41.399112 | 3.261901 | 7.006724 | 3.817511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 57.277989 | 1.607304 | -0.937929 | 0.064412 | 2.252345 | -0.204633 | 57.277989 | 0.259481 | 0.471748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 0.641320 | 0.271242 | -1.538009 | 0.110626 | 0.641320 | -0.032316 | -0.726141 | -0.129405 | 0.414067 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | 2.187273 | -1.145891 | 0.734140 | -0.254360 | 0.485523 | -0.412482 | -0.117517 | -0.070321 | 2.187273 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 5.147411 | -1.360170 | -0.527826 | 4.598092 | 5.147411 | 1.484558 | -0.170464 | 0.363859 | 0.055677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 4.931450 | -0.055227 | -0.858859 | 4.207300 | 4.931450 | 1.622440 | 0.256112 | 0.567613 | 0.657922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 44.116037 | -0.473224 | -0.204035 | 0.211187 | 0.003797 | 44.116037 | -0.162415 | 0.467180 | 0.185594 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Shape | 1.075341 | 1.075341 | -1.555895 | 0.857559 | 0.563452 | -0.378391 | -0.465054 | -0.401708 | 0.340411 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | inf | 354.274190 | 348.690348 | inf | inf | 103.071101 | 19.205501 | 595.566034 | 154.252716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 2.277076 | -1.335854 | -1.604403 | -0.592566 | -0.641287 | -0.764735 | -1.229049 | 0.280679 | 2.277076 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 1.646039 | 0.020160 | 0.060577 | -0.928839 | -0.068153 | -0.233180 | 1.646039 | 1.148548 | -0.441743 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 9.895416 | -0.495533 | -1.008162 | 0.492677 | 0.570402 | 0.175135 | 2.450016 | 8.439742 | 9.895416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.239157 | -1.830840 | -1.944156 | -0.548615 | -0.273923 | 0.239157 | -0.868663 | -0.376613 | -0.665189 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 0.104267 | -1.587193 | -1.387035 | -0.387722 | -0.066069 | 0.104267 | -0.296639 | -0.572609 | -0.746148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 0.585827 | -2.093955 | -2.108591 | -0.749585 | -0.398439 | -0.337250 | -0.010162 | -0.269810 | 0.585827 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 1.855870 | -1.557437 | -1.552153 | -0.240378 | 0.102814 | 0.146823 | -0.681647 | 1.855870 | -0.078100 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 0.181300 | -1.247965 | -1.341822 | 0.181300 | -0.263510 | -0.617199 | -0.273745 | -0.724587 | -0.709929 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 0.488570 | -0.527783 | 0.004074 | -0.101968 | 0.488570 | -1.463294 | -0.958863 | -0.826037 | -0.757404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.624078 | -1.336717 | -0.202977 | -0.332108 | -0.145131 | -0.460802 | 0.624078 | -0.070238 | 0.031810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.060043 | -1.359152 | -0.044536 | -0.759040 | -0.420428 | -1.099444 | 0.060043 | -0.564799 | -0.297287 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 54.973328 | -0.697025 | -0.838225 | 1.806641 | -0.538433 | 54.973328 | -0.370436 | -0.371791 | -0.564597 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 2.656151 | 0.164919 | -1.531698 | -0.723237 | -0.746698 | -0.131816 | -0.826726 | -0.504301 | 2.656151 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 0.355728 | -0.256968 | -1.081480 | 0.334446 | -0.159462 | 0.355728 | 0.026404 | -0.700819 | -0.744599 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | -0.083777 | -0.282706 | -1.565953 | -0.535584 | -0.472811 | -0.618836 | -0.083777 | -0.733220 | -0.449425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 17.520388 | 0.858693 | -0.223603 | 0.351224 | -0.079795 | 17.520388 | -0.107701 | 1.311378 | -0.088127 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 3.564432 | -1.725597 | -1.442672 | -0.327310 | -0.519480 | -0.849849 | -0.399309 | 3.564432 | 0.312222 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Shape | 1.271803 | 1.271803 | 1.271803 | 1.199739 | 1.199739 | 0.675952 | 0.675952 | 0.154089 | 0.154089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 0.633466 | -1.383708 | -1.066240 | -1.463783 | -1.027399 | 0.165457 | -0.675741 | 0.564968 | 0.633466 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 1.845194 | -1.792720 | -1.718654 | 0.077720 | 0.383835 | -0.368458 | 0.368990 | 0.653818 | 1.845194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.522293 | -1.101741 | -0.813048 | -0.552523 | -0.446277 | 0.522293 | 0.078765 | 0.127242 | -0.001094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.680753 | -1.119595 | -1.197855 | -0.642779 | -0.751653 | 0.680753 | -0.560876 | -0.352344 | -0.033355 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.916763 | -0.927296 | -0.872306 | -0.485215 | -0.669148 | 0.916763 | -0.291905 | 0.140894 | -0.404846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.775766 | -1.431557 | -1.017173 | -0.736940 | -0.685250 | 0.775766 | -0.616125 | 0.261602 | 0.224304 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.859102 | -1.497929 | -0.412766 | -0.273297 | -0.240268 | -1.089232 | 0.859102 | -0.472133 | -0.160583 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.153881 | -1.554634 | 0.007375 | -0.226513 | 0.037324 | -0.622253 | 0.153881 | -1.197798 | -1.024330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 115.637750 | -1.489146 | -0.144479 | -0.164027 | 0.252606 | 115.637750 | 0.309751 | 4.205762 | -0.122780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 1.382358 | -0.554715 | -0.762824 | 0.136112 | 0.172799 | 0.208429 | 1.382358 | 0.295547 | 0.313353 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 1.616651 | -0.318934 | -1.490572 | -0.355533 | -0.189466 | 0.306628 | -1.409934 | 0.689496 | 1.616651 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.898083 | -1.881727 | -1.696498 | -0.021922 | -0.812806 | -0.601206 | 0.898083 | 0.096373 | -0.351060 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 22.845028 | -1.609320 | -0.064585 | 1.406114 | -0.755815 | 22.845028 | 1.074074 | 3.975183 | -0.152527 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 1.201227 | -1.117236 | -0.901787 | -0.021937 | 0.178423 | 0.988192 | 0.276326 | 1.201227 | 0.360207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 0.488330 | -1.672584 | -2.115137 | 0.488330 | -0.043583 | -0.904468 | 0.429841 | 0.481026 | 0.039815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 1.590794 | -0.625468 | -0.943491 | 0.330162 | -0.044472 | 0.209938 | 1.590794 | -0.150666 | -0.517626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | 0.793355 | -1.487967 | -0.967862 | -0.902094 | -0.294851 | 0.793355 | 0.036741 | -0.430424 | 0.110961 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 1.296844 | -1.819257 | -1.774012 | -0.038506 | -0.740142 | 1.296844 | -0.317575 | -0.384916 | -0.621213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 0.067254 | -1.543376 | -1.911784 | -0.100097 | 0.067254 | -0.071883 | -1.267901 | -0.880863 | -0.941803 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Variability | 0.541042 | -1.288648 | -1.177937 | -0.681006 | -0.498380 | -0.323977 | 0.541042 | -0.337742 | -0.304522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Power | 0.361464 | -1.734605 | -1.460712 | -0.834964 | 0.361464 | -0.148081 | -1.349365 | -0.707318 | -0.851458 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Variability | -0.045602 | -2.108511 | -2.096301 | -0.717483 | -0.126987 | -0.764697 | -0.045602 | -0.892385 | -0.990491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Power | 0.018811 | -1.745078 | -2.039201 | -0.219275 | 0.018811 | -0.860647 | -1.209608 | -0.779014 | -0.787732 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | 202.130122 | -0.158991 | 1.444514 | -0.887930 | 3.388218 | -0.258236 | 40.874642 | -0.499645 | 202.130122 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | 3.210613 | -1.414995 | -1.154597 | -0.724990 | -0.516092 | -1.088324 | 1.263716 | -1.210289 | 3.210613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | 0.946777 | -1.316725 | -1.202319 | 0.693847 | 0.048799 | -0.193244 | 0.139735 | 0.946777 | -0.092695 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | nn Temporal Discontinuties | 1.907388 | -1.842571 | -1.568279 | 0.732971 | -0.516616 | 0.145110 | -1.348088 | 1.907388 | 0.029265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 13 | digital_ok | ee Temporal Discontinuties | 1.261468 | -0.362763 | -1.106089 | 0.184946 | -0.012884 | -0.188936 | 0.559110 | 1.261468 | 0.053881 |